数字孪生技术在工业、智慧城市和医疗保健领域的发展:调查

Daoguang Yang, H. Karimi, O. Kaynak, Yin Shen
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引用次数: 18

摘要

数字化和数字化已经极大地改变了我们的世界。随着正在进行的数字化转型,进一步的破坏迫在眉睫,其中一个主要组成部分是数字孪生。随着大数据技术、物联网、云计算、人工智能算法的发展,数字孪生技术进入快速发展阶段。它被认为是十大最有前途的技术之一。虽然还处于早期阶段,但数字双胞胎已经在各个领域得到了广泛的应用,尤其是在工业、智慧城市、智能健康等领域,这些都是吸引大多数研究人员研究的点。在文献中,可以看到每年在这三个领域发表的关于数字双胞胎的大量文章和评论。因此,对已发表的作品进行分析是及时的,甚至是必要的。这就是本文背后的动机,本文的重点是数字孪生的主要研究和应用领域。本调查首先分析了数字双胞胎的最新发展,然后总结了该技术的理论基础,最后总结了数字双胞胎在各个应用领域的具体发展。本文还讨论了未来可能遇到的挑战。
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Developments of digital twin technologies in industrial, smart city and healthcare sectors: a survey
Digitization and digitalization have already changed our world significantly. Further disruptions are imminent with the ongoing digital transformation, a major component of which is digital twins. As the big data techniques, Internet of Things, cloud computing, and artificial intelligence algorithms advance, the digital twin technology has entered a phase of rapid development. It has been stated to be one of the top ten most promising technologies. Although it is still in its early stages, digital twins are already being widely used in a variety of fields, especially in industry, smart cities, and smart health, which are points that attract most researchers to study. In the literature, there can be seen numerous articles and reviews on digital twins, published every year in these three fields. It is therefore timely, even necessary, to provide an analysis of the published work. This is the motivation behind this article, the focus of which is the major research and application areas of digital twins. The survey first analyzes the recent developments of digital twins, then summarizes the theoretical underpinnings of the technology, and finally concludes with specific developments in various application areas of digital twins. It also discusses the challenges that may be encountered in the future.
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